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<li><a class="reference internal" href="#">Front visualization</a><ul>
<li><a class="reference internal" href="#static-plots">Static plots</a><ul>
<li><a class="reference internal" href="#module-jmetal.lab.visualization.plotting">API</a></li>
</ul>
</li>
<li><a class="reference internal" href="#interactive-plots">Interactive plots</a><ul>
<li><a class="reference internal" href="#id1">API</a></li>
</ul>
</li>
<li><a class="reference internal" href="#streaming-plots">Streaming plots</a><ul>
<li><a class="reference internal" href="#id2">API</a></li>
</ul>
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<li><a class="reference internal" href="#module-jmetal.lab.visualization.chord_plot">Chord plot</a></li>
<li><a class="reference internal" href="#module-jmetal.lab.visualization.posterior">Posterior plot</a></li>
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  <div class="section" id="front-visualization">
<h1>Front visualization<a class="headerlink" href="#front-visualization" title="Permalink to this headline">¶</a></h1>
<p>The <code class="xref py py-mod docutils literal notranslate"><span class="pre">jmetal.lab.visualization</span></code> submodule contains several classes useful for plotting solutions. jMetalPy includes three types of visualization charts: static, interactive and streaming.</p>
<div class="section" id="static-plots">
<h2>Static plots<a class="headerlink" href="#static-plots" title="Permalink to this headline">¶</a></h2>
<ul>
<li><p>It is possible to visualize the final front approximation by means of the <code class="code docutils literal notranslate"><span class="pre">Plot</span></code> class:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">jmetal.util.visualization</span> <span class="kn">import</span> <span class="n">Plot</span>

<span class="n">front</span> <span class="o">=</span> <span class="n">algorithm</span><span class="o">.</span><span class="n">get_result</span><span class="p">()</span>

<span class="n">plot_front</span> <span class="o">=</span> <span class="n">Plot</span><span class="p">(</span><span class="n">plot_title</span><span class="o">=</span><span class="s1">&#39;Pareto front approximation&#39;</span><span class="p">,</span> <span class="n">axis_labels</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">,</span> <span class="s1">&#39;y&#39;</span><span class="p">],</span> <span class="n">reference_front</span><span class="o">=</span><span class="bp">None</span><span class="p">)</span>
<span class="n">plot_front</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">front</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;NSGAII-ZDT1&#39;</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s1">&#39;NSGAII-ZDT1&#39;</span><span class="p">,</span> <span class="n">format</span><span class="o">=</span><span class="s1">&#39;png&#39;</span><span class="p">)</span>
</pre></div>
</div>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Static charts can be shown in the screen or stored in a file by setting the filename.</p>
</div>
<p>For problems with two and three objectives, the figure produced is a scatter plot; for problems with more than three objectives,
a parallel coordinates plot is used.
Note that any arbitrary number of fronts can be plotted for comparison purposes:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">plot_front</span> <span class="o">=</span> <span class="n">Plot</span><span class="p">(</span><span class="n">plot_title</span><span class="o">=</span><span class="s1">&#39;Title&#39;</span><span class="p">,</span> <span class="n">axis_labels</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;x&#39;</span><span class="p">,</span> <span class="s1">&#39;y&#39;</span><span class="p">],</span> <span class="n">reference_front</span><span class="o">=</span><span class="n">reference_front</span><span class="p">)</span>
<span class="n">plot_front</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="n">front1</span><span class="p">,</span> <span class="n">front2</span><span class="p">],</span> <span class="n">label</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;ProblemA&#39;</span><span class="p">,</span> <span class="s1">&#39;ProblemB&#39;</span><span class="p">],</span> <span class="n">filename</span><span class="o">=</span><span class="s1">&#39;output&#39;</span><span class="p">,</span> <span class="n">format</span><span class="o">=</span><span class="s1">&#39;eps&#39;</span><span class="p">)</span>
</pre></div>
</div>
</li>
</ul>
<div class="section" id="module-jmetal.lab.visualization.plotting">
<span id="api"></span><h3>API<a class="headerlink" href="#module-jmetal.lab.visualization.plotting" title="Permalink to this headline">¶</a></h3>
<dl class="class">
<dt id="jmetal.lab.visualization.plotting.Plot">
<em class="property">class </em><code class="sig-prename descclassname">jmetal.lab.visualization.plotting.</code><code class="sig-name descname">Plot</code><span class="sig-paren">(</span><em class="sig-param">plot_title: str = 'Pareto front approximation'</em>, <em class="sig-param">reference_front: List[S] = None</em>, <em class="sig-param">reference_point: list = None</em>, <em class="sig-param">axis_labels: list = None</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/plotting.html#Plot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.plotting.Plot" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.8)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p>
<dl class="method">
<dt id="jmetal.lab.visualization.plotting.Plot.get_points">
<em class="property">static </em><code class="sig-name descname">get_points</code><span class="sig-paren">(</span><em class="sig-param">solutions: List[S]</em><span class="sig-paren">)</span> &#x2192; Tuple[pandas.core.frame.DataFrame, int]<a class="reference internal" href="../_modules/jmetal/lab/visualization/plotting.html#Plot.get_points"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.plotting.Plot.get_points" title="Permalink to this definition">¶</a></dt>
<dd><p>Get points for each solution of the front.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>solutions</strong> – List of solutions.</p>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>Pandas dataframe with one column for each objective and one row for each solution.</p>
</dd>
</dl>
</dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.plotting.Plot.pcoords">
<code class="sig-name descname">pcoords</code><span class="sig-paren">(</span><em class="sig-param">fronts: List[list], normalize: bool = False, filename: str = None, format: str = 'eps'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/plotting.html#Plot.pcoords"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.plotting.Plot.pcoords" title="Permalink to this definition">¶</a></dt>
<dd><p>Plot any arbitrary number of fronts in parallel coordinates.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>fronts</strong> – List of fronts (containing solutions).</p></li>
<li><p><strong>filename</strong> – Output filename.</p></li>
</ul>
</dd>
</dl>
</dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.plotting.Plot.plot">
<code class="sig-name descname">plot</code><span class="sig-paren">(</span><em class="sig-param">front</em>, <em class="sig-param">label=''</em>, <em class="sig-param">normalize: bool = False</em>, <em class="sig-param">filename: str = None</em>, <em class="sig-param">format: str = 'eps'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/plotting.html#Plot.plot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.plotting.Plot.plot" title="Permalink to this definition">¶</a></dt>
<dd><p>Plot any arbitrary number of fronts in 2D, 3D or p-coords.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>front</strong> – Pareto front or a list of them.</p></li>
<li><p><strong>label</strong> – Pareto front title or a list of them.</p></li>
<li><p><strong>normalize</strong> – If True, normalize data (for p-coords).</p></li>
<li><p><strong>filename</strong> – Output filename.</p></li>
<li><p><strong>format</strong> – Output file format.</p></li>
</ul>
</dd>
</dl>
</dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.plotting.Plot.three_dim">
<code class="sig-name descname">three_dim</code><span class="sig-paren">(</span><em class="sig-param">fronts: List[list], labels: List[str] = None, filename: str = None, format: str = 'eps'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/plotting.html#Plot.three_dim"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.plotting.Plot.three_dim" title="Permalink to this definition">¶</a></dt>
<dd><p>Plot any arbitrary number of fronts in 3D.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>fronts</strong> – List of fronts (containing solutions).</p></li>
<li><p><strong>labels</strong> – List of fronts title (if any).</p></li>
<li><p><strong>filename</strong> – Output filename.</p></li>
</ul>
</dd>
</dl>
</dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.plotting.Plot.two_dim">
<code class="sig-name descname">two_dim</code><span class="sig-paren">(</span><em class="sig-param">fronts: List[list], labels: List[str] = None, filename: str = None, format: str = 'eps'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/plotting.html#Plot.two_dim"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.plotting.Plot.two_dim" title="Permalink to this definition">¶</a></dt>
<dd><p>Plot any arbitrary number of fronts in 2D.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>fronts</strong> – List of fronts (containing solutions).</p></li>
<li><p><strong>labels</strong> – List of fronts title (if any).</p></li>
<li><p><strong>filename</strong> – Output filename.</p></li>
</ul>
</dd>
</dl>
</dd></dl>

</dd></dl>

</div>
</div>
<div class="section" id="interactive-plots">
<h2>Interactive plots<a class="headerlink" href="#interactive-plots" title="Permalink to this headline">¶</a></h2>
<ul>
<li><p>This kind of plots are interactive in such a way that every solution can be manipulated (e.g., actions such as zoom, selecting part of the graph, or clicking in a point to see its objective values are allowed).</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">plot_front</span> <span class="o">=</span> <span class="n">InteractivePlot</span><span class="p">(</span><span class="n">plot_title</span><span class="o">=</span><span class="s1">&#39;Pareto front approximation&#39;</span><span class="p">)</span>
<span class="n">plot_front</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">front</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">&#39;NSGAII-ZDT1&#39;</span><span class="p">,</span> <span class="n">filename</span><span class="o">=</span><span class="s1">&#39;NSGAII-ZDT1-interactive&#39;</span><span class="p">)</span>
</pre></div>
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2.939251298484058e-05, 1.7733172549887333e-05, 0.0001563189470383379, 7.812714693295402e-06])", "Solution(objectives=[0.8365025897581295, 0.08676864945949915],variables=[0.8365025897581295, 5.791485042729901e-05, 0.0005112930827127172, 4.2366020879619764e-05, 0.0011178958031123707, 0.00017038496208594017, 0.0006461863484585648, 0.00028875307033011206, 0.00014138743088169331, 7.551082467609773e-05, 0.0002029570739228651, 0.0006887178780065192, 1.2901515436355724e-05, 0.0007628165537965389, 4.1050447381486995e-05, 0.00021034119565633853, 0.00015517115966541886, 6.427330615333463e-05, 0.00015720147527828444, 4.956689774862099e-05, 0.0001391433558709258, 0.0003730501020176394, 9.599382806830301e-05, 0.0007154028946811137, 0.0005008325368752783, 0.0005365732194189938, 5.317319227417434e-05, 0.00013928532627506966, 8.778521323823255e-05, 0.00011458464730271223])"], "marker": {"color": "#236FA4", "line": {"color": "#236FA4", "width": 1}, "opacity": 0.8, "size": 8, "symbol": "circle"}, "mode": 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0.03487565212012331, 0.4026007716493193, 0.15703029223038256, 0.00015930902922673372, 0.8365025897581295], "y": [1.001321515526852, 0.000695572379081093, 0.7913781712185283, 0.7341797666395559, 0.39929136195160975, 0.21110149955619095, 0.5340946229781235, 0.31969290425556574, 0.03430844398387379, 0.9615495859231544, 0.7667625277762208, 0.3051510655833055, 0.06397663039075344, 0.2721461106382798, 0.38448465345912286, 0.348412759309103, 0.0772671957037982, 0.7544537860334625, 0.6346759404306477, 0.2608297119834017, 0.4175251073882201, 0.8831280960333994, 0.22253551333461305, 0.3372061756025038, 0.15510991657697834, 0.28161252902488504, 0.1691072813105142, 0.7164153607855822, 0.8115543740712619, 0.20161915473128073, 0.5906473581247704, 0.1171971225079032, 0.3290533508491149, 0.3587166971065335, 0.5760782155986747, 0.2919708658519491, 0.410713914776129, 0.6518658368939678, 0.5034074851703081, 0.7062869459978641, 0.8638684972772054, 0.24519517001678282, 0.16022508983141887, 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0.47778317087935873, 0.9290486126698299, 0.6841594847704869, 0.8253440321341403, 0.375738089220234, 0.6057559332694682, 0.9887247342041664, 0.08676864945949915], "type": "scattergl", "uid": "94dc55e8-1e60-11e9-8d1c-335a39c169c8"}], {"height": 800, "hovermode": "closest", "margin": {"b": 80, "l": 80, "r": 80, "t": 150}, "scene": {"xaxis": {"title": "x"}, "yaxis": {"title": "y"}}, "title": "Pareto front approximation<br>NSGAII-ZDT1"}, {"showLink": false, "linkText": "Export to plot.ly"})</script></li>
</ul>
<div class="section" id="id1">
<h3>API<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h3>
<span class="target" id="module-jmetal.lab.visualization.interactive"></span><dl class="class">
<dt id="jmetal.lab.visualization.interactive.InteractivePlot">
<em class="property">class </em><code class="sig-prename descclassname">jmetal.lab.visualization.interactive.</code><code class="sig-name descname">InteractivePlot</code><span class="sig-paren">(</span><em class="sig-param">plot_title: str = 'Pareto front approximation'</em>, <em class="sig-param">reference_front: List[S] = None</em>, <em class="sig-param">reference_point: list = None</em>, <em class="sig-param">axis_labels: list = None</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/interactive.html#InteractivePlot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.interactive.InteractivePlot" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="#jmetal.lab.visualization.plotting.Plot" title="jmetal.lab.visualization.plotting.Plot"><code class="xref py py-class docutils literal notranslate"><span class="pre">jmetal.lab.visualization.plotting.Plot</span></code></a></p>
<dl class="method">
<dt id="jmetal.lab.visualization.interactive.InteractivePlot.export_to_div">
<code class="sig-name descname">export_to_div</code><span class="sig-paren">(</span><em class="sig-param">filename=None</em>, <em class="sig-param">include_plotlyjs: bool = False</em><span class="sig-paren">)</span> &#x2192; str<a class="reference internal" href="../_modules/jmetal/lab/visualization/interactive.html#InteractivePlot.export_to_div"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.interactive.InteractivePlot.export_to_div" title="Permalink to this definition">¶</a></dt>
<dd><p>Export as a <cite>div</cite> for embedding the graph in an HTML file.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>filename</strong> – Output file name (if desired, default to None).</p></li>
<li><p><strong>include_plotlyjs</strong> – If True, include plot.ly JS script (default to False).</p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>Script as string.</p>
</dd>
</dl>
</dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.interactive.InteractivePlot.export_to_html">
<code class="sig-name descname">export_to_html</code><span class="sig-paren">(</span><em class="sig-param">filename: str</em><span class="sig-paren">)</span> &#x2192; str<a class="reference internal" href="../_modules/jmetal/lab/visualization/interactive.html#InteractivePlot.export_to_html"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.interactive.InteractivePlot.export_to_html" title="Permalink to this definition">¶</a></dt>
<dd><p>Export the graph to an interactive HTML (solutions can be selected to show some metadata).</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>filename</strong> – Output file name.</p>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p>Script as string.</p>
</dd>
</dl>
</dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.interactive.InteractivePlot.plot">
<code class="sig-name descname">plot</code><span class="sig-paren">(</span><em class="sig-param">front</em>, <em class="sig-param">label=None</em>, <em class="sig-param">normalize: bool = False</em>, <em class="sig-param">filename: str = None</em>, <em class="sig-param">format: str = 'HTML'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/interactive.html#InteractivePlot.plot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.interactive.InteractivePlot.plot" title="Permalink to this definition">¶</a></dt>
<dd><p>Plot a front of solutions (2D, 3D or parallel coordinates).</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>front</strong> – List of solutions.</p></li>
<li><p><strong>label</strong> – Front name.</p></li>
<li><p><strong>normalize</strong> – Normalize the input front between 0 and 1 (for problems with more than 3 objectives).</p></li>
<li><p><strong>filename</strong> – Output filename.</p></li>
</ul>
</dd>
</dl>
</dd></dl>

</dd></dl>

</div>
</div>
<div class="section" id="streaming-plots">
<h2>Streaming plots<a class="headerlink" href="#streaming-plots" title="Permalink to this headline">¶</a></h2>
<ul>
<li><p>The visualizer observer displays the front in real-time (although <strong>it only works for problems with two and three objectives</strong>) during the execution of the algorithms; this can be useful to observe the evolution of the Pareto front approximation produced by any algorithm:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">jmetal.util.observer</span> <span class="kn">import</span> <span class="n">VisualizerObserver</span>

<span class="c1"># algorithm = ...</span>
<span class="n">algorithm</span><span class="o">.</span><span class="n">observable</span><span class="o">.</span><span class="n">register</span><span class="p">(</span><span class="n">observer</span><span class="o">=</span><span class="n">VisualizerObserver</span><span class="p">(</span><span class="n">reference_front</span><span class="o">=</span><span class="n">problem</span><span class="o">.</span><span class="n">reference_front</span><span class="p">))</span>
</pre></div>
</div>
</li>
</ul>
<div class="section" id="id2">
<h3>API<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h3>
<span class="target" id="module-jmetal.lab.visualization.streaming"></span><dl class="class">
<dt id="jmetal.lab.visualization.streaming.StreamingPlot">
<em class="property">class </em><code class="sig-prename descclassname">jmetal.lab.visualization.streaming.</code><code class="sig-name descname">StreamingPlot</code><span class="sig-paren">(</span><em class="sig-param">plot_title: str = 'Pareto front approximation'</em>, <em class="sig-param">reference_front: List[S] = None</em>, <em class="sig-param">reference_point: list = None</em>, <em class="sig-param">axis_labels: list = None</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/streaming.html#StreamingPlot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.streaming.StreamingPlot" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.8)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p>
<dl class="method">
<dt id="jmetal.lab.visualization.streaming.StreamingPlot.create_layout">
<code class="sig-name descname">create_layout</code><span class="sig-paren">(</span><em class="sig-param">dimension: int</em><span class="sig-paren">)</span> &#x2192; None<a class="reference internal" href="../_modules/jmetal/lab/visualization/streaming.html#StreamingPlot.create_layout"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.streaming.StreamingPlot.create_layout" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.streaming.StreamingPlot.plot">
<code class="sig-name descname">plot</code><span class="sig-paren">(</span><em class="sig-param">front</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/streaming.html#StreamingPlot.plot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.streaming.StreamingPlot.plot" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="jmetal.lab.visualization.streaming.StreamingPlot.update">
<code class="sig-name descname">update</code><span class="sig-paren">(</span><em class="sig-param">front: List[S], reference_point: list = None</em><span class="sig-paren">)</span> &#x2192; None<a class="reference internal" href="../_modules/jmetal/lab/visualization/streaming.html#StreamingPlot.update"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.streaming.StreamingPlot.update" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

</div>
</div>
<div class="section" id="module-jmetal.lab.visualization.chord_plot">
<span id="chord-plot"></span><h2>Chord plot<a class="headerlink" href="#module-jmetal.lab.visualization.chord_plot" title="Permalink to this headline">¶</a></h2>
<dl class="function">
<dt id="jmetal.lab.visualization.chord_plot.chord_diagram">
<code class="sig-prename descclassname">jmetal.lab.visualization.chord_plot.</code><code class="sig-name descname">chord_diagram</code><span class="sig-paren">(</span><em class="sig-param">solutions: List[jmetal.core.solution.FloatSolution], nbins='auto', ax=None, obj_labels=None, prop_labels={'fontsize': 13, 'ha': 'center', 'va': 'center'}, pad=6</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/chord_plot.html#chord_diagram"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.chord_plot.chord_diagram" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="function">
<dt id="jmetal.lab.visualization.chord_plot.draw_chord">
<code class="sig-prename descclassname">jmetal.lab.visualization.chord_plot.</code><code class="sig-name descname">draw_chord</code><span class="sig-paren">(</span><em class="sig-param">start_angle1=0</em>, <em class="sig-param">end_angle1=60</em>, <em class="sig-param">start_angle2=180</em>, <em class="sig-param">end_angle2=240</em>, <em class="sig-param">radius=1.0</em>, <em class="sig-param">chord_width=0.7</em>, <em class="sig-param">ax=None</em>, <em class="sig-param">color=(1</em>, <em class="sig-param">0</em>, <em class="sig-param">0)</em>, <em class="sig-param">z_order=1</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/chord_plot.html#draw_chord"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.chord_plot.draw_chord" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="function">
<dt id="jmetal.lab.visualization.chord_plot.draw_sector">
<code class="sig-prename descclassname">jmetal.lab.visualization.chord_plot.</code><code class="sig-name descname">draw_sector</code><span class="sig-paren">(</span><em class="sig-param">start_angle=0</em>, <em class="sig-param">end_angle=60</em>, <em class="sig-param">radius=1.0</em>, <em class="sig-param">width=0.2</em>, <em class="sig-param">lw=2</em>, <em class="sig-param">ls='-'</em>, <em class="sig-param">ax=None</em>, <em class="sig-param">fc=(1</em>, <em class="sig-param">0</em>, <em class="sig-param">0)</em>, <em class="sig-param">ec=(0</em>, <em class="sig-param">0</em>, <em class="sig-param">0)</em>, <em class="sig-param">z_order=1</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/chord_plot.html#draw_sector"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.chord_plot.draw_sector" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="function">
<dt id="jmetal.lab.visualization.chord_plot.hover_over_bin">
<code class="sig-prename descclassname">jmetal.lab.visualization.chord_plot.</code><code class="sig-name descname">hover_over_bin</code><span class="sig-paren">(</span><em class="sig-param">event</em>, <em class="sig-param">handle_tickers</em>, <em class="sig-param">handle_plots</em>, <em class="sig-param">colors</em>, <em class="sig-param">fig</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/chord_plot.html#hover_over_bin"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.chord_plot.hover_over_bin" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="function">
<dt id="jmetal.lab.visualization.chord_plot.polar_to_cartesian">
<code class="sig-prename descclassname">jmetal.lab.visualization.chord_plot.</code><code class="sig-name descname">polar_to_cartesian</code><span class="sig-paren">(</span><em class="sig-param">r</em>, <em class="sig-param">theta</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/chord_plot.html#polar_to_cartesian"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.chord_plot.polar_to_cartesian" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</div>
<div class="section" id="module-jmetal.lab.visualization.posterior">
<span id="posterior-plot"></span><h2>Posterior plot<a class="headerlink" href="#module-jmetal.lab.visualization.posterior" title="Permalink to this headline">¶</a></h2>
<dl class="function">
<dt id="jmetal.lab.visualization.posterior.plot_posterior">
<code class="sig-prename descclassname">jmetal.lab.visualization.posterior.</code><code class="sig-name descname">plot_posterior</code><span class="sig-paren">(</span><em class="sig-param">sample</em>, <em class="sig-param">higher_is_better: bool = False</em>, <em class="sig-param">min_points_per_hexbin: int = 2</em>, <em class="sig-param">alg_names: list = None</em>, <em class="sig-param">filename: str = 'posterior.eps'</em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/jmetal/lab/visualization/posterior.html#plot_posterior"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#jmetal.lab.visualization.posterior.plot_posterior" title="Permalink to this definition">¶</a></dt>
<dd><p>Plots the sample from posterior distribution of a Bayesian statistical test.
Parameters:
———–
data: An (n x 3) array or DataFrame contaning the probabilities.
alg_names: array of strings. Default np.array([‘Alg1’, ‘Alg2’])</p>
<blockquote>
<div><p>Names of the algorithms under evaluation</p>
</div></blockquote>
<p>Figure</p>
</dd></dl>

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